Mobile growth loop / 3 min read

Growth Engineer for mobile app teams

Mobile teams have the data—onboarding, paywalls, crashes, reviews—not the time to connect it. The Growth Engineer does, then ships concrete work.

Illustration for Growth Engineer for Mobile Apps

Product data preview

Mobile growth signals in one loop

Onboarding, paywalls, RevenueCat, Sentry, reviews, and code—one reviewed mobile improvement.

First-class mobile signals: onboarding, paywalls, crashes, reviews.
Evidence, files, and KPIs on every handoff.

Connect mobile analytics, RevenueCat, Sentry, App Store reviews, feedback, and code context so your AI can recommend the next product improvement.

Who this is for

Start here if the problem below sounds familiar. You do not need every connector on day one—just enough signal for the Growth Engineer to propose work you can review.

  • Subscription apps with onboarding and paywalls
  • Small teams without a full analytics function
  • React Native, Expo, and agent-native teams

How it works

The loop is the same across guides: connect evidence, let the agent read it, then ship a reviewed task with a verification metric.

  1. Track onboarding, paywall, purchase, and retention events.
  2. Connect RevenueCat, Sentry, App Store Connect, feedback, and GitHub.
  3. Run daily, weekly, or monthly from your agent.
  4. Ship the top task and verify with release data.

What you get back

The output should be concrete enough to review without opening five dashboards.

  • First-class mobile signals: onboarding, paywalls, crashes, reviews.
  • Evidence, files, and KPIs on every handoff.
  • EU residency for event data and backups.

Common questions

Quick answers before you connect product data to an agent.

Is AnalyticsCLI only for mobile apps?

No—it works broadly, with strong mobile onboarding, paywall, and store support.

Can it create GitHub issues or PR work?

Yes, when configured—for issues, PR drafts, or notifications.

Does it automatically record screens?

No. Only events your app explicitly sends.